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    OVERVIEW

    Unified, governed AI development for modern enterprises

    Cloudera AI Workbench brings secure, collaborative AI development to the enterprise—accelerating model building, fine-tuning, and deployment across hybrid or multi-cloud environments.

    Cloudera AI Workbench diagram

    Develop, train, and fine-tune models on governed enterprise data—anywhere—while ensuring compliance and security with Cloudera Shared Data Experience (SDX).

    Accelerate use-case delivery with ready-to-run AMPs, powerful notebooks, and AI Studios for synthetic data, fine-tuning, RAG, and multi-agent workflows.

    Deploy and scale AI applications and agents securely, keeping data, models, and infrastructure under your control—no matter where you operate.

    Key features

    Streamline project creation, prototyping, and data exploration for enterprise AI.

    Kickstart new AI projects, deploy prototypes, and accelerate data science—all from a unified workspace designed for secure, governed, and collaborative enterprise development.

    Cloudera AI Workbench product screenshot

    Scale-out compute

    Dynamically scale compute resources across clouds or on premises to match any workload. Ensure high availability, performance, and cost efficiency for interactive development, model training, and large-scale AI deployments.

    Flexible custom editors

    Work in your preferred environment—Jupyter, VS Code, or RStudio—in a browser or on your laptop. Support for custom editors enables every team to use their favorite tools for code and collaboration.

    Project launchpad

    Quickly create new projects or import existing code, enabling seamless onboarding and structured collaboration for distributed enterprise teams.

    Collaborative notebooks

    Spin up, share, and manage notebooks to analyze data, develop models, and document workflows—within a secure, scalable environment.

    Custom machine learning runtimes

    Launch isolated, containerized sessions for Python, R, Scala, Spark, GPU, and more. Bring your own libraries and environments to truly enable any enterprise data science workflow.

    Advanced data visualization

    Visualize, analyze, and share data with built-in and extensible visualization tools. Empower teams to quickly uncover insights, validate results, and communicate findings—securely and collaboratively.

    Prototype deployment

    Deploy ML prototypes in minutes using pre-built accelerators, helping teams iterate faster and validate AI use cases at scale.

    Visual data insights

    Explore and visualize data with integrated SQL, dashboards, and no-code tools to uncover insights and communicate findings across your organization.

    Get engaged 

    Webinar

    Uncover strategies to enhance productivity in the era of generative AI

    Webinar

    AI tooling in Cloudera open data lakehouse

    Webinar

    A visionary future with enterprise GenAI

    Ebook

    Unleashing the power of generative AI in your business

    Take the next step

    Dive into the technical details to understand the powerful capabilities of Cloudera AI Workbench.

    Product tour

    Take a step by step product tour.

    Take a step-by-step tour of the Cloudera AI environment.

    Start a tour now

    Cloudera AI Workbench documentation

    Documentation library

    Learn the ins and outs of Cloudera AI Workbench, starting with provisioning.

    Go to documentation

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    AI Studios

    Unlock private generative AI and agentic workflows for any skill level, with low-code speed and full-code control. 

    AMPs

    Explore the end-to-end framework for building, deploying, and monitoring business-ready ML applications instantly.

    AI Assistants

    Bring the power of AI to your business securely and at scale, ensuring every insight is traceable, explainable, and trusted.

    Ready to Get Started?

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